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Convolutional Neural Network Steganalysis's Application to Steganography [article]

Mehdi Sharifzadeh, Chirag Agarwal, Mohammed Aloraini, Dan Schonfeld
2017 arXiv   pre-print
The proposed approach utilizes a steganalysis convolutional neural network (CNN) framework to understand an image's model and embed in less detectable regions to preserve the model.  ...  This paper presents a novel approach to increase the performance bounds of image steganography under the criteria of minimizing distortion.  ...  Convolutional neural network architecture [17] with σ = 1, shown to be optimum in [25] .  ... 
arXiv:1711.02581v1 fatcat:d5c5u73rpna47oo3lybeowwkeu